296 citations · 663 across the 5 of their papers we have counts for
6 papers
Consistent Regression using Data-Dependent Coverings
Vincent Margot, Jean-Patrick Baudry, Frédéric Guilloux +1
In this paper, we introduce a novel method to generate interpretable regression function estimators. The idea is based on called data-dependent coverings. The aim is to extract fro…
Rule Induction Partitioning Estimator
Vincent Margot, Jean-Patrick Baudry, Frederic Guilloux +1
RIPE is a novel deterministic and easily understandable prediction algorithm developed for continuous and discrete ordered data. It infers a model, from a sample, to predict and to…
Consistency of a needlet spectral estimator on the sphere
Gilles Faÿ, Frédéric Guilloux
The angular power spectrum of a stationary random field on the sphere is estimated from the needlet coefficients of a single realization, observed with increasingly fine resolution…
CMB power spectrum estimation using wavelets
G. Faÿ, F. Guilloux, M. Betoule +3
Observations of the Cosmic Microwave Background (CMB) provide increasingly accurate information about the structure of the Universe at the recombination epoch. Most of this informa…
A full sky, low foreground, high resolution CMB map from WMAP
J. Delabrouille, J. -F. Cardoso, M. Le Jeune +3
The WMAP satellite has made available high quality maps of the sky in five frequency bands ranging from 22 to 94 GHz, with the main scientific objective of studying the anisotropie…
Practical wavelet design on the sphere
Frédéric Guilloux, Gilles Fay, Jean-François Cardoso
We address the question of designing isotropic analysis functions on the sphere which are perfectly limited in the spectral domain and optimally localized in the spatial domain. Th…